thunlp/WantWords
An open-source reverse dictionary web application that returns words matching user-provided semantic descriptions.

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WantWords is an online reverse dictionary that solves the tip-of-tongue problem by matching descriptions to semantically related words. The system uses a Multi-channel Reverse Dictionary Model based on neural networks and transformer architectures. It includes a Django web backend and supports Chinese and English word lookup through a pre-trained model trained on semantic similarity data.